True, but only in the east coast and Midwest. Even at the peak of US rail (1916) the west coast was only sparsely connected.
California and Indiana both had a population of about 2.7 million in 1916. Indiana had a dense rail network and California didn't. Indiana is only ~5x smaller than California.
This is what the rail network looked like in 1916: